{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:2WBQ2Y2W3YF4QMUXO7U4FF7P4L","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"db96938b4c8664e7a40758bc5198782b055965f1ad606e2a81fae7963869b83c","cross_cats_sorted":["cs.CY"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-01-25T17:19:22Z","title_canon_sha256":"1c8fdbbf5289dee5daddc42ca4e68e650ec1bada3c3c4b71d737a57c1531ac38"},"schema_version":"1.0","source":{"id":"2401.14322","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2401.14322","created_at":"2026-07-05T07:37:34Z"},{"alias_kind":"arxiv_version","alias_value":"2401.14322v1","created_at":"2026-07-05T07:37:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2401.14322","created_at":"2026-07-05T07:37:34Z"},{"alias_kind":"pith_short_12","alias_value":"2WBQ2Y2W3YF4","created_at":"2026-07-05T07:37:34Z"},{"alias_kind":"pith_short_16","alias_value":"2WBQ2Y2W3YF4QMUX","created_at":"2026-07-05T07:37:34Z"},{"alias_kind":"pith_short_8","alias_value":"2WBQ2Y2W","created_at":"2026-07-05T07:37:34Z"}],"graph_snapshots":[{"event_id":"sha256:d902821411c8d55af3b7a7eacefa9f1b88ee465c8a3b1bc4220772dd1163b64a","target":"graph","created_at":"2026-07-05T07:37:34Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2401.14322/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Capturing the diversity of people in images is challenging: recent literature tends to focus on diversifying one or two attributes, requiring expensive attribute labels or building classifiers. We introduce a diverse people image ranking method which more flexibly aligns with human notions of people diversity in a less prescriptive, label-free manner. The Perception-Aligned Text-derived Human representation Space (PATHS) aims to capture all or many relevant features of people-related diversity, and, when used as the representation space in the standard Maximal Marginal Relevance (MMR) ranking ","authors_text":"Alex Beutel, Aradhana Sinha, Candice Schumann, David Madras, Gbolahan Oluwafemi Olanubi, Hansa Srinivasan, Jilin Chen, Susanna Ricco","cross_cats":["cs.CY"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-01-25T17:19:22Z","title":"Generalized People Diversity: Learning a Human Perception-Aligned Diversity Representation for People Images"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2401.14322","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:8213be770e236c6cd7b6358095d691a0917ea43cd4db94e8ac26e0fc17169493","target":"record","created_at":"2026-07-05T07:37:34Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"db96938b4c8664e7a40758bc5198782b055965f1ad606e2a81fae7963869b83c","cross_cats_sorted":["cs.CY"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-01-25T17:19:22Z","title_canon_sha256":"1c8fdbbf5289dee5daddc42ca4e68e650ec1bada3c3c4b71d737a57c1531ac38"},"schema_version":"1.0","source":{"id":"2401.14322","kind":"arxiv","version":1}},"canonical_sha256":"d5830d6356de0bc8329777e9c297efe2e2fbbb2d6a0766aad9d6f935fa87e0b1","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d5830d6356de0bc8329777e9c297efe2e2fbbb2d6a0766aad9d6f935fa87e0b1","first_computed_at":"2026-07-05T07:37:34.429368Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:37:34.429368Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Cl+9ctR6ljJJGfTUtcH+sFgpmOaSdHAh5NA2AuCRo7PpSTwuQIUbFy2jzQTcjarn49nOuS5eBX9xWPZdXhrACw==","signature_status":"signed_v1","signed_at":"2026-07-05T07:37:34.429733Z","signed_message":"canonical_sha256_bytes"},"source_id":"2401.14322","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:8213be770e236c6cd7b6358095d691a0917ea43cd4db94e8ac26e0fc17169493","sha256:d902821411c8d55af3b7a7eacefa9f1b88ee465c8a3b1bc4220772dd1163b64a"],"state_sha256":"45e120e130bd4be3f6599aaf53c4fb80f3e1c379bcb3976e988be4876e69305b"}